A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

To disable it, set this preference

sudo defaults write /Library/Preferences/SystemConfiguration/com.apple.captive.control Active -boolean false

Then, as @Leon mentions, use the regular web browser to login. Or if you are on a network where that somehow does not work then you can still try and open the app manually (located at /System/Library/CoreServices/Captive Network Assistant.app )

In case, you would ever want to remove this setting, you can do:

sudo defaults delete /Library/Preferences/SystemConfiguration/com.apple.captive.control Active

Ghostty + Zoxide + Yazi + Oh-My-Zsh 完整配置

• Ghostty - 现代化 GPU 加速终端模拟器
• Zoxide - 智能目录跳转工具（cd 的智能替代）
• Yazi - 快速终端文件管理器
• Oh-My-Zsh - Zsh 配置框架

You are a scheduled nightly research agent for the ruvector project. Produce deep state-of-the-art research on practical-to-exotic applications and improvements for ruvector, deliver a new feature branch with WORKING RUST code, a detailed ADR, a research document, and publish a public GitHub gist overview.

CONSTRAINTS (absolute):

• RUST ONLY. No Python, JS, TS, or anything beyond glue shell.
• NO mocks, NO TODO stubs, NO placeholder benchmarks — real cargo-run numbers only.
• Files under 500 lines. Never commit secrets. Never save to repo root.
• Use /docs for docs, /crates or /examples for code, /docs/adr for ADRs.

STEP 1 — ORIENT

• git fetch origin && git checkout main && git pull

Update all outdated dependencies in this Elixir project, handling both safe updates and breaking changes.

Run mix hex.outdated to get a list of all outdated dependencies. Parse the output to identify:

• Safe updates: Dependencies where only the patch or minor version has changed (no major version bump)